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Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records
The objective of this study was to investigate the potential association between the use of four frequently prescribed drug classes, namely antihypertensive drugs, statins, selective serotonin reuptake inhibitors, and proton-pump inhibitors, and the likelihood of disease progression from mild cognit...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10199021/ https://www.ncbi.nlm.nih.gov/pubmed/37208478 http://dx.doi.org/10.1038/s41598-023-35258-6 |
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author | Xu, Jie Wang, Fei Zang, Chengxi Zhang, Hao Niotis, Kellyann Liberman, Ava L. Stonnington, Cynthia M. Ishii, Makoto Adekkanattu, Prakash Luo, Yuan Mao, Chengsheng Rasmussen, Luke V. Xu, Zhenxing Brandt, Pascal Pacheco, Jennifer A. Peng, Yifan Jiang, Guoqian Isaacson, Richard Pathak, Jyotishman |
author_facet | Xu, Jie Wang, Fei Zang, Chengxi Zhang, Hao Niotis, Kellyann Liberman, Ava L. Stonnington, Cynthia M. Ishii, Makoto Adekkanattu, Prakash Luo, Yuan Mao, Chengsheng Rasmussen, Luke V. Xu, Zhenxing Brandt, Pascal Pacheco, Jennifer A. Peng, Yifan Jiang, Guoqian Isaacson, Richard Pathak, Jyotishman |
author_sort | Xu, Jie |
collection | PubMed |
description | The objective of this study was to investigate the potential association between the use of four frequently prescribed drug classes, namely antihypertensive drugs, statins, selective serotonin reuptake inhibitors, and proton-pump inhibitors, and the likelihood of disease progression from mild cognitive impairment (MCI) to dementia using electronic health records (EHRs). We conducted a retrospective cohort study using observational EHRs from a cohort of approximately 2 million patients seen at a large, multi-specialty urban academic medical center in New York City, USA between 2008 and 2020 to automatically emulate the randomized controlled trials. For each drug class, two exposure groups were identified based on the prescription orders documented in the EHRs following their MCI diagnosis. During follow-up, we measured drug efficacy based on the incidence of dementia and estimated the average treatment effect (ATE) of various drugs. To ensure the robustness of our findings, we confirmed the ATE estimates via bootstrapping and presented associated 95% confidence intervals (CIs). Our analysis identified 14,269 MCI patients, among whom 2501 (17.5%) progressed to dementia. Using average treatment estimation and bootstrapping confirmation, we observed that drugs including rosuvastatin (ATE = − 0.0140 [− 0.0191, − 0.0088], p value < 0.001), citalopram (ATE = − 0.1128 [− 0.125, − 0.1005], p value < 0.001), escitalopram (ATE = − 0.0560 [− 0.0615, − 0.0506], p value < 0.001), and omeprazole (ATE = − 0.0201 [− 0.0299, − 0.0103], p value < 0.001) have a statistically significant association in slowing the progression from MCI to dementia. The findings from this study support the commonly prescribed drugs in altering the progression from MCI to dementia and warrant further investigation. |
format | Online Article Text |
id | pubmed-10199021 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-101990212023-05-21 Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records Xu, Jie Wang, Fei Zang, Chengxi Zhang, Hao Niotis, Kellyann Liberman, Ava L. Stonnington, Cynthia M. Ishii, Makoto Adekkanattu, Prakash Luo, Yuan Mao, Chengsheng Rasmussen, Luke V. Xu, Zhenxing Brandt, Pascal Pacheco, Jennifer A. Peng, Yifan Jiang, Guoqian Isaacson, Richard Pathak, Jyotishman Sci Rep Article The objective of this study was to investigate the potential association between the use of four frequently prescribed drug classes, namely antihypertensive drugs, statins, selective serotonin reuptake inhibitors, and proton-pump inhibitors, and the likelihood of disease progression from mild cognitive impairment (MCI) to dementia using electronic health records (EHRs). We conducted a retrospective cohort study using observational EHRs from a cohort of approximately 2 million patients seen at a large, multi-specialty urban academic medical center in New York City, USA between 2008 and 2020 to automatically emulate the randomized controlled trials. For each drug class, two exposure groups were identified based on the prescription orders documented in the EHRs following their MCI diagnosis. During follow-up, we measured drug efficacy based on the incidence of dementia and estimated the average treatment effect (ATE) of various drugs. To ensure the robustness of our findings, we confirmed the ATE estimates via bootstrapping and presented associated 95% confidence intervals (CIs). Our analysis identified 14,269 MCI patients, among whom 2501 (17.5%) progressed to dementia. Using average treatment estimation and bootstrapping confirmation, we observed that drugs including rosuvastatin (ATE = − 0.0140 [− 0.0191, − 0.0088], p value < 0.001), citalopram (ATE = − 0.1128 [− 0.125, − 0.1005], p value < 0.001), escitalopram (ATE = − 0.0560 [− 0.0615, − 0.0506], p value < 0.001), and omeprazole (ATE = − 0.0201 [− 0.0299, − 0.0103], p value < 0.001) have a statistically significant association in slowing the progression from MCI to dementia. The findings from this study support the commonly prescribed drugs in altering the progression from MCI to dementia and warrant further investigation. Nature Publishing Group UK 2023-05-19 /pmc/articles/PMC10199021/ /pubmed/37208478 http://dx.doi.org/10.1038/s41598-023-35258-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Xu, Jie Wang, Fei Zang, Chengxi Zhang, Hao Niotis, Kellyann Liberman, Ava L. Stonnington, Cynthia M. Ishii, Makoto Adekkanattu, Prakash Luo, Yuan Mao, Chengsheng Rasmussen, Luke V. Xu, Zhenxing Brandt, Pascal Pacheco, Jennifer A. Peng, Yifan Jiang, Guoqian Isaacson, Richard Pathak, Jyotishman Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records |
title | Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records |
title_full | Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records |
title_fullStr | Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records |
title_full_unstemmed | Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records |
title_short | Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records |
title_sort | comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10199021/ https://www.ncbi.nlm.nih.gov/pubmed/37208478 http://dx.doi.org/10.1038/s41598-023-35258-6 |
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